The graph represents a network of 1 059 Twitter users whose recent tweets contained "GPforEducation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 11 January 2022 at 10:27 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 23-minute period from Sunday, 02 January 2022 at 15:54 UTC to Tuesday, 11 January 2022 at 10:18 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description

Vertices : 1059
Unique Edges : 2615
Edges With Duplicates : 2277
Total Edges : 4892
Number of Edge Types : 5
Retweet : 607
MentionsInRetweet : 2250
Mentions : 1883
Replies to : 98
Tweet : 54
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0,0157575757575758
Reciprocated Edge Ratio : 0,0310262529832936
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 1052
Maximum Edges in a Connected Component : 4886
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,862263
Graph Density : 0,00299172990176915
Modularity : 0,478387
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 059 Twitter users whose recent tweets contained "GPforEducation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 11 January 2022 at 10:27 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 23-minute period from Sunday, 02 January 2022 at 15:54 UTC to Tuesday, 11 January 2022 at 10:18 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : GPforEducation
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[325] gemreport,gpforeducation [323] school,ensure [323] ensure,left [323] left,forgotten [323] globaleducation,gemreport [323] gpforeducation,osfeducation [322] #childrenoftigray,school [322] forgotten,globaleducation [61] great,news [60] repbrianfitz,repsarajacobs Top Word Pairs in Tweet in G1:
[322] school,ensure [322] ensure,left [322] left,forgotten [322] globaleducation,gemreport [322] gemreport,gpforeducation [322] gpforeducation,osfeducation [321] #childrenoftigray,school [321] forgotten,globaleducation [15] de,la [14] covid,19 Top Word Pairs in Tweet in G2:
[8] commonsed,education_24x7 [8] gpforeducation,commonsed [8] mansukhmandviya,officeof_mm [7] sansad_tv,pibhomeaffairs [7] pibhomeaffairs,amitshah [7] amitshah,drjitendrasingh [7] drjitendrasingh,pmoindia [7] pmoindia,officeoflgjandk [7] officeoflgjandk,manojsinha_ [7] manojsinha_,mansukhmandviya Top Word Pairs in Tweet in G3:
[34] udviklingsmin,legofoundation [32] girls,education [32] danishmfa,udviklingsmin [32] legofoundation,abalbrectsen [31] education,accelerator [23] educannotwait,gpforeducation [21] breaking,news [21] news,#denmark [21] #denmark,lego [21] lego,foundation Top Word Pairs in Tweet in G4:
[53] repbrianfitz,repsarajacobs [53] unicef,gpforeducation [52] great,news [52] news,start [52] start,repbrianfitz [52] bipartisan,resolution [52] resolution,urging [52] support,educannotwait [52] educannotwait,unicef [52] gpforeducation,prioritizing Top Word Pairs in Tweet in G5:
[17] au_cieffa,_africanunion [17] _africanunion,mnsanzabaganwa [17] mnsanzabaganwa,gpforeducation [17] gpforeducation,afcfta [11] education,systems [9] pleased,blog [9] blog,education [9] education,key [9] key,success [9] success,african Top Word Pairs in Tweet in G6:
[3] unicefeducation,alicealbright [3] alicealbright,gpforeducation [2] education,sustainable [2] sustainable,future [2] future,unesco [2] unesco,un_sdg [2] un_sdg,theglobalgoals [2] theglobalgoals,globalgoalsun [2] globalgoalsun,connectsdgs [2] connectsdgs,unicefeducation Top Word Pairs in Tweet in G7:
[5] #covid19,cbeaune [5] cbeaune,jblemoyne [5] jblemoyne,celinejurgensen [5] celinejurgensen,mboccoz [5] mboccoz,vincentguerend [5] vincentguerend,rogerlacanv [5] rogerlacanv,antoine_anfre [5] antoine_anfre,murieldomenach [5] murieldomenach,jblemoyne [5] jblemoyne,lavertu_eric Top Word Pairs in Tweet in G9:
[16] educannotwait,gpforeducation [15] mtotonews,worldvisionke [15] worldvisionke,safe_schoolske [15] safe_schoolske,esasavechildren [15] esasavechildren,eduminkenya [15] eduminkenya,soscvkenya [15] soscvkenya,educannotwait [9] education,biggest [9] biggest,challenges [9] challenges,affecting Top Word Pairs in Tweet in G10:
[13] ipneducation,selecting [13] selecting,mps [13] mps,370 [13] 370,mp [13] mp,members [13] members,globally [13] globally,write [13] write,appeal [13] appeal,letter [13] letter,10 Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G9:
Top Tweeters in G10: